Ecommerce Product Reviews API — TikTok Shop Review Retrieval: AI Large Taal Models

Retrieve public marketplace product reviews by item ID on MuAPI, where the upstream source supports review text and pagination. Retrieve public reviews for a marketplace product, where the upstream source supports review text/pagination. Currently supported for tiktokshop only.

Interactive model controls

Retrieve public reviews for a marketplace product, where the upstream source supports review text/pagination. Currently supported for tiktok_shop only.

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Overview

About this model

Ecommerce Product Reviews returns public review rows (author, rating, text, date) for a marketplace product. Currently supported for TikTok Shop; Amazon has no verified dedicated review endpoint yet and returns an explicit unsupported response rather than fabricated data.

1Voice-of-customer and review-theme analysis for a competitor product

2Feed a review-sentiment or listing-gap report

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Pricing & Value

Cost analysis

Provider	Cost	Notes
muapiapp	From $0.10 per lookup (reserved; settled down to actual cost)	Normalized, structured JSON response via MuAPI's routed marketplace data capability.

muapiappFrom $0.10 per lookup (reserved; settled down to actual cost)

Normalized, structured JSON response via MuAPI's routed marketplace data capability.

** Competitor pricing is estimated based on similar model architectures and usage tiers.

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Technical Details

Configuration schema

Parameter	Type	Description	Default
Marketplace	Enum (2 options)	Marketplace the product belongs to.	`-`
Item ID	string	ASIN for amazon, product ID for tiktok_shop.	`-`
Limiet	integer	Max reviews to return (1-100).	`20`
Cursor	string	Pagination cursor from a previous response.	`-`

MarketplaceEnum (2 options)

Marketplace the product belongs to.

Default Value-

Item IDstring

ASIN for amazon, product ID for tiktok_shop.

Default Value-

Limietinteger

Max reviews to return (1-100).

Default Value20

Cursorstring

Pagination cursor from a previous response.

Default Value-

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Implementation Guide

Developer documentation

How to Use ecommerce-product-reviews

Choose a marketplace: currently tiktok_shop only.
Provide the item ID: item_id, plus optional limit/cursor for pagination.
Read the result: review rows with author, rating, text, date.

curl -X POST https://api.muapi.ai/api/v1/ecommerce-product-reviews \
  -H "x-api-key: YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{\n    "marketplace": "tiktok_shop",\n    "item_id": "1234567890"\n  }'

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Common Questions

Frequently asked

Why does amazon return an error?

MuAPI has not yet verified a dedicated Amazon review endpoint with real review text and pagination — rather than return incomplete or fabricated data, the request returns an explicit unsupported response.